Leveraging a Probabilistic PCA Model to Understand the Multivariate Statistical Network Monitoring Framework for Network Security Anomaly Detection.
Fernando Pérez-BuenoLuz GarcíaGabriel Maciá-FernándezRafael MolinaPublished in: IEEE/ACM Trans. Netw. (2022)
Keyphrases
- network security
- anomaly detection
- intrusion detection
- network traffic
- network monitoring
- probabilistic model
- intrusion detection system
- network intrusion
- computer security
- principal component analysis
- computer networks
- network administrators
- network intrusion detection
- multiple regression
- principal components analysis
- normal behavior
- security policies
- bayesian networks